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TOMOYO Linux Cross Reference
Linux/tools/perf/scripts/python/export-to-postgresql.py

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  1 # export-to-postgresql.py: export perf data to a postgresql database
  2 # Copyright (c) 2014, Intel Corporation.
  3 #
  4 # This program is free software; you can redistribute it and/or modify it
  5 # under the terms and conditions of the GNU General Public License,
  6 # version 2, as published by the Free Software Foundation.
  7 #
  8 # This program is distributed in the hope it will be useful, but WITHOUT
  9 # ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
 10 # FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License for
 11 # more details.
 12 
 13 from __future__ import print_function
 14 
 15 import os
 16 import sys
 17 import struct
 18 import datetime
 19 
 20 # To use this script you will need to have installed package python-pyside which
 21 # provides LGPL-licensed Python bindings for Qt.  You will also need the package
 22 # libqt4-sql-psql for Qt postgresql support.
 23 #
 24 # The script assumes postgresql is running on the local machine and that the
 25 # user has postgresql permissions to create databases. Examples of installing
 26 # postgresql and adding such a user are:
 27 #
 28 # fedora:
 29 #
 30 #       $ sudo yum install postgresql postgresql-server qt-postgresql
 31 #       $ sudo su - postgres -c initdb
 32 #       $ sudo service postgresql start
 33 #       $ sudo su - postgres
 34 #       $ createuser -s <your user id here>    # Older versions may not support -s, in which case answer the prompt below:
 35 #       Shall the new role be a superuser? (y/n) y
 36 #       $ sudo yum install python-pyside
 37 #
 38 #       Alternately, to use Python3 and/or pyside 2, one of the following:
 39 #               $ sudo yum install python3-pyside
 40 #               $ pip install --user PySide2
 41 #               $ pip3 install --user PySide2
 42 #
 43 # ubuntu:
 44 #
 45 #       $ sudo apt-get install postgresql
 46 #       $ sudo su - postgres
 47 #       $ createuser -s <your user id here>
 48 #       $ sudo apt-get install python-pyside.qtsql libqt4-sql-psql
 49 #
 50 #       Alternately, to use Python3 and/or pyside 2, one of the following:
 51 #
 52 #               $ sudo apt-get install python3-pyside.qtsql libqt4-sql-psql
 53 #               $ sudo apt-get install python-pyside2.qtsql libqt5sql5-psql
 54 #               $ sudo apt-get install python3-pyside2.qtsql libqt5sql5-psql
 55 #
 56 # An example of using this script with Intel PT:
 57 #
 58 #       $ perf record -e intel_pt//u ls
 59 #       $ perf script -s ~/libexec/perf-core/scripts/python/export-to-postgresql.py pt_example branches calls
 60 #       2015-05-29 12:49:23.464364 Creating database...
 61 #       2015-05-29 12:49:26.281717 Writing to intermediate files...
 62 #       2015-05-29 12:49:27.190383 Copying to database...
 63 #       2015-05-29 12:49:28.140451 Removing intermediate files...
 64 #       2015-05-29 12:49:28.147451 Adding primary keys
 65 #       2015-05-29 12:49:28.655683 Adding foreign keys
 66 #       2015-05-29 12:49:29.365350 Done
 67 #
 68 # To browse the database, psql can be used e.g.
 69 #
 70 #       $ psql pt_example
 71 #       pt_example=# select * from samples_view where id < 100;
 72 #       pt_example=# \d+
 73 #       pt_example=# \d+ samples_view
 74 #       pt_example=# \q
 75 #
 76 # An example of using the database is provided by the script
 77 # exported-sql-viewer.py.  Refer to that script for details.
 78 #
 79 # Tables:
 80 #
 81 #       The tables largely correspond to perf tools' data structures.  They are largely self-explanatory.
 82 #
 83 #       samples
 84 #
 85 #               'samples' is the main table. It represents what instruction was executing at a point in time
 86 #               when something (a selected event) happened.  The memory address is the instruction pointer or 'ip'.
 87 #
 88 #       calls
 89 #
 90 #               'calls' represents function calls and is related to 'samples' by 'call_id' and 'return_id'.
 91 #               'calls' is only created when the 'calls' option to this script is specified.
 92 #
 93 #       call_paths
 94 #
 95 #               'call_paths' represents all the call stacks.  Each 'call' has an associated record in 'call_paths'.
 96 #               'calls_paths' is only created when the 'calls' option to this script is specified.
 97 #
 98 #       branch_types
 99 #
100 #               'branch_types' provides descriptions for each type of branch.
101 #
102 #       comm_threads
103 #
104 #               'comm_threads' shows how 'comms' relates to 'threads'.
105 #
106 #       comms
107 #
108 #               'comms' contains a record for each 'comm' - the name given to the executable that is running.
109 #
110 #       dsos
111 #
112 #               'dsos' contains a record for each executable file or library.
113 #
114 #       machines
115 #
116 #               'machines' can be used to distinguish virtual machines if virtualization is supported.
117 #
118 #       selected_events
119 #
120 #               'selected_events' contains a record for each kind of event that has been sampled.
121 #
122 #       symbols
123 #
124 #               'symbols' contains a record for each symbol.  Only symbols that have samples are present.
125 #
126 #       threads
127 #
128 #               'threads' contains a record for each thread.
129 #
130 # Views:
131 #
132 #       Most of the tables have views for more friendly display.  The views are:
133 #
134 #               calls_view
135 #               call_paths_view
136 #               comm_threads_view
137 #               dsos_view
138 #               machines_view
139 #               samples_view
140 #               symbols_view
141 #               threads_view
142 #
143 # More examples of browsing the database with psql:
144 #   Note that some of the examples are not the most optimal SQL query.
145 #   Note that call information is only available if the script's 'calls' option has been used.
146 #
147 #       Top 10 function calls (not aggregated by symbol):
148 #
149 #               SELECT * FROM calls_view ORDER BY elapsed_time DESC LIMIT 10;
150 #
151 #       Top 10 function calls (aggregated by symbol):
152 #
153 #               SELECT symbol_id,(SELECT name FROM symbols WHERE id = symbol_id) AS symbol,
154 #                       SUM(elapsed_time) AS tot_elapsed_time,SUM(branch_count) AS tot_branch_count
155 #                       FROM calls_view GROUP BY symbol_id ORDER BY tot_elapsed_time DESC LIMIT 10;
156 #
157 #               Note that the branch count gives a rough estimation of cpu usage, so functions
158 #               that took a long time but have a relatively low branch count must have spent time
159 #               waiting.
160 #
161 #       Find symbols by pattern matching on part of the name (e.g. names containing 'alloc'):
162 #
163 #               SELECT * FROM symbols_view WHERE name LIKE '%alloc%';
164 #
165 #       Top 10 function calls for a specific symbol (e.g. whose symbol_id is 187):
166 #
167 #               SELECT * FROM calls_view WHERE symbol_id = 187 ORDER BY elapsed_time DESC LIMIT 10;
168 #
169 #       Show function calls made by function in the same context (i.e. same call path) (e.g. one with call_path_id 254):
170 #
171 #               SELECT * FROM calls_view WHERE parent_call_path_id = 254;
172 #
173 #       Show branches made during a function call (e.g. where call_id is 29357 and return_id is 29370 and tid is 29670)
174 #
175 #               SELECT * FROM samples_view WHERE id >= 29357 AND id <= 29370 AND tid = 29670 AND event LIKE 'branches%';
176 #
177 #       Show transactions:
178 #
179 #               SELECT * FROM samples_view WHERE event = 'transactions';
180 #
181 #               Note transaction start has 'in_tx' true whereas, transaction end has 'in_tx' false.
182 #               Transaction aborts have branch_type_name 'transaction abort'
183 #
184 #       Show transaction aborts:
185 #
186 #               SELECT * FROM samples_view WHERE event = 'transactions' AND branch_type_name = 'transaction abort';
187 #
188 # To print a call stack requires walking the call_paths table.  For example this python script:
189 #   #!/usr/bin/python2
190 #
191 #   import sys
192 #   from PySide.QtSql import *
193 #
194 #   if __name__ == '__main__':
195 #           if (len(sys.argv) < 3):
196 #                   print >> sys.stderr, "Usage is: printcallstack.py <database name> <call_path_id>"
197 #                   raise Exception("Too few arguments")
198 #           dbname = sys.argv[1]
199 #           call_path_id = sys.argv[2]
200 #           db = QSqlDatabase.addDatabase('QPSQL')
201 #           db.setDatabaseName(dbname)
202 #           if not db.open():
203 #                   raise Exception("Failed to open database " + dbname + " error: " + db.lastError().text())
204 #           query = QSqlQuery(db)
205 #           print "    id          ip  symbol_id  symbol                          dso_id  dso_short_name"
206 #           while call_path_id != 0 and call_path_id != 1:
207 #                   ret = query.exec_('SELECT * FROM call_paths_view WHERE id = ' + str(call_path_id))
208 #                   if not ret:
209 #                           raise Exception("Query failed: " + query.lastError().text())
210 #                   if not query.next():
211 #                           raise Exception("Query failed")
212 #                   print "{0:>6}  {1:>10}  {2:>9}  {3:<30}  {4:>6}  {5:<30}".format(query.value(0), query.value(1), query.value(2), query.value(3), query.value(4), query.value(5))
213 #                   call_path_id = query.value(6)
214 
215 pyside_version_1 = True
216 if not "pyside-version-1" in sys.argv:
217         try:
218                 from PySide2.QtSql import *
219                 pyside_version_1 = False
220         except:
221                 pass
222 
223 if pyside_version_1:
224         from PySide.QtSql import *
225 
226 if sys.version_info < (3, 0):
227         def toserverstr(str):
228                 return str
229         def toclientstr(str):
230                 return str
231 else:
232         # Assume UTF-8 server_encoding and client_encoding
233         def toserverstr(str):
234                 return bytes(str, "UTF_8")
235         def toclientstr(str):
236                 return bytes(str, "UTF_8")
237 
238 # Need to access PostgreSQL C library directly to use COPY FROM STDIN
239 from ctypes import *
240 libpq = CDLL("libpq.so.5")
241 PQconnectdb = libpq.PQconnectdb
242 PQconnectdb.restype = c_void_p
243 PQconnectdb.argtypes = [ c_char_p ]
244 PQfinish = libpq.PQfinish
245 PQfinish.argtypes = [ c_void_p ]
246 PQstatus = libpq.PQstatus
247 PQstatus.restype = c_int
248 PQstatus.argtypes = [ c_void_p ]
249 PQexec = libpq.PQexec
250 PQexec.restype = c_void_p
251 PQexec.argtypes = [ c_void_p, c_char_p ]
252 PQresultStatus = libpq.PQresultStatus
253 PQresultStatus.restype = c_int
254 PQresultStatus.argtypes = [ c_void_p ]
255 PQputCopyData = libpq.PQputCopyData
256 PQputCopyData.restype = c_int
257 PQputCopyData.argtypes = [ c_void_p, c_void_p, c_int ]
258 PQputCopyEnd = libpq.PQputCopyEnd
259 PQputCopyEnd.restype = c_int
260 PQputCopyEnd.argtypes = [ c_void_p, c_void_p ]
261 
262 sys.path.append(os.environ['PERF_EXEC_PATH'] + \
263         '/scripts/python/Perf-Trace-Util/lib/Perf/Trace')
264 
265 # These perf imports are not used at present
266 #from perf_trace_context import *
267 #from Core import *
268 
269 perf_db_export_mode = True
270 perf_db_export_calls = False
271 perf_db_export_callchains = False
272 
273 def printerr(*args, **kw_args):
274         print(*args, file=sys.stderr, **kw_args)
275 
276 def printdate(*args, **kw_args):
277         print(datetime.datetime.today(), *args, sep=' ', **kw_args)
278 
279 def usage():
280         printerr("Usage is: export-to-postgresql.py <database name> [<columns>] [<calls>] [<callchains>] [<pyside-version-1>]");
281         printerr("where:  columns            'all' or 'branches'");
282         printerr("        calls              'calls' => create calls and call_paths table");
283         printerr("        callchains         'callchains' => create call_paths table");
284         printerr("        pyside-version-1   'pyside-version-1' => use pyside version 1");
285         raise Exception("Too few or bad arguments")
286 
287 if (len(sys.argv) < 2):
288         usage()
289 
290 dbname = sys.argv[1]
291 
292 if (len(sys.argv) >= 3):
293         columns = sys.argv[2]
294 else:
295         columns = "all"
296 
297 if columns not in ("all", "branches"):
298         usage()
299 
300 branches = (columns == "branches")
301 
302 for i in range(3,len(sys.argv)):
303         if (sys.argv[i] == "calls"):
304                 perf_db_export_calls = True
305         elif (sys.argv[i] == "callchains"):
306                 perf_db_export_callchains = True
307         elif (sys.argv[i] == "pyside-version-1"):
308                 pass
309         else:
310                 usage()
311 
312 output_dir_name = os.getcwd() + "/" + dbname + "-perf-data"
313 os.mkdir(output_dir_name)
314 
315 def do_query(q, s):
316         if (q.exec_(s)):
317                 return
318         raise Exception("Query failed: " + q.lastError().text())
319 
320 printdate("Creating database...")
321 
322 db = QSqlDatabase.addDatabase('QPSQL')
323 query = QSqlQuery(db)
324 db.setDatabaseName('postgres')
325 db.open()
326 try:
327         do_query(query, 'CREATE DATABASE ' + dbname)
328 except:
329         os.rmdir(output_dir_name)
330         raise
331 query.finish()
332 query.clear()
333 db.close()
334 
335 db.setDatabaseName(dbname)
336 db.open()
337 
338 query = QSqlQuery(db)
339 do_query(query, 'SET client_min_messages TO WARNING')
340 
341 do_query(query, 'CREATE TABLE selected_events ('
342                 'id             bigint          NOT NULL,'
343                 'name           varchar(80))')
344 do_query(query, 'CREATE TABLE machines ('
345                 'id             bigint          NOT NULL,'
346                 'pid            integer,'
347                 'root_dir       varchar(4096))')
348 do_query(query, 'CREATE TABLE threads ('
349                 'id             bigint          NOT NULL,'
350                 'machine_id     bigint,'
351                 'process_id     bigint,'
352                 'pid            integer,'
353                 'tid            integer)')
354 do_query(query, 'CREATE TABLE comms ('
355                 'id             bigint          NOT NULL,'
356                 'comm           varchar(16),'
357                 'c_thread_id    bigint,'
358                 'c_time         bigint,'
359                 'exec_flag      boolean)')
360 do_query(query, 'CREATE TABLE comm_threads ('
361                 'id             bigint          NOT NULL,'
362                 'comm_id        bigint,'
363                 'thread_id      bigint)')
364 do_query(query, 'CREATE TABLE dsos ('
365                 'id             bigint          NOT NULL,'
366                 'machine_id     bigint,'
367                 'short_name     varchar(256),'
368                 'long_name      varchar(4096),'
369                 'build_id       varchar(64))')
370 do_query(query, 'CREATE TABLE symbols ('
371                 'id             bigint          NOT NULL,'
372                 'dso_id         bigint,'
373                 'sym_start      bigint,'
374                 'sym_end        bigint,'
375                 'binding        integer,'
376                 'name           varchar(2048))')
377 do_query(query, 'CREATE TABLE branch_types ('
378                 'id             integer         NOT NULL,'
379                 'name           varchar(80))')
380 
381 if branches:
382         do_query(query, 'CREATE TABLE samples ('
383                 'id             bigint          NOT NULL,'
384                 'evsel_id       bigint,'
385                 'machine_id     bigint,'
386                 'thread_id      bigint,'
387                 'comm_id        bigint,'
388                 'dso_id         bigint,'
389                 'symbol_id      bigint,'
390                 'sym_offset     bigint,'
391                 'ip             bigint,'
392                 'time           bigint,'
393                 'cpu            integer,'
394                 'to_dso_id      bigint,'
395                 'to_symbol_id   bigint,'
396                 'to_sym_offset  bigint,'
397                 'to_ip          bigint,'
398                 'branch_type    integer,'
399                 'in_tx          boolean,'
400                 'call_path_id   bigint,'
401                 'insn_count     bigint,'
402                 'cyc_count      bigint,'
403                 'flags          integer)')
404 else:
405         do_query(query, 'CREATE TABLE samples ('
406                 'id             bigint          NOT NULL,'
407                 'evsel_id       bigint,'
408                 'machine_id     bigint,'
409                 'thread_id      bigint,'
410                 'comm_id        bigint,'
411                 'dso_id         bigint,'
412                 'symbol_id      bigint,'
413                 'sym_offset     bigint,'
414                 'ip             bigint,'
415                 'time           bigint,'
416                 'cpu            integer,'
417                 'to_dso_id      bigint,'
418                 'to_symbol_id   bigint,'
419                 'to_sym_offset  bigint,'
420                 'to_ip          bigint,'
421                 'period         bigint,'
422                 'weight         bigint,'
423                 'transaction    bigint,'
424                 'data_src       bigint,'
425                 'branch_type    integer,'
426                 'in_tx          boolean,'
427                 'call_path_id   bigint,'
428                 'insn_count     bigint,'
429                 'cyc_count      bigint,'
430                 'flags          integer)')
431 
432 if perf_db_export_calls or perf_db_export_callchains:
433         do_query(query, 'CREATE TABLE call_paths ('
434                 'id             bigint          NOT NULL,'
435                 'parent_id      bigint,'
436                 'symbol_id      bigint,'
437                 'ip             bigint)')
438 if perf_db_export_calls:
439         do_query(query, 'CREATE TABLE calls ('
440                 'id             bigint          NOT NULL,'
441                 'thread_id      bigint,'
442                 'comm_id        bigint,'
443                 'call_path_id   bigint,'
444                 'call_time      bigint,'
445                 'return_time    bigint,'
446                 'branch_count   bigint,'
447                 'call_id        bigint,'
448                 'return_id      bigint,'
449                 'parent_call_path_id    bigint,'
450                 'flags          integer,'
451                 'parent_id      bigint,'
452                 'insn_count     bigint,'
453                 'cyc_count      bigint)')
454 
455 do_query(query, 'CREATE TABLE ptwrite ('
456         'id             bigint          NOT NULL,'
457         'payload        bigint,'
458         'exact_ip       boolean)')
459 
460 do_query(query, 'CREATE TABLE cbr ('
461         'id             bigint          NOT NULL,'
462         'cbr            integer,'
463         'mhz            integer,'
464         'percent        integer)')
465 
466 do_query(query, 'CREATE TABLE mwait ('
467         'id             bigint          NOT NULL,'
468         'hints          integer,'
469         'extensions     integer)')
470 
471 do_query(query, 'CREATE TABLE pwre ('
472         'id             bigint          NOT NULL,'
473         'cstate         integer,'
474         'subcstate      integer,'
475         'hw             boolean)')
476 
477 do_query(query, 'CREATE TABLE exstop ('
478         'id             bigint          NOT NULL,'
479         'exact_ip       boolean)')
480 
481 do_query(query, 'CREATE TABLE pwrx ('
482         'id             bigint          NOT NULL,'
483         'deepest_cstate integer,'
484         'last_cstate    integer,'
485         'wake_reason    integer)')
486 
487 do_query(query, 'CREATE TABLE context_switches ('
488                 'id             bigint          NOT NULL,'
489                 'machine_id     bigint,'
490                 'time           bigint,'
491                 'cpu            integer,'
492                 'thread_out_id  bigint,'
493                 'comm_out_id    bigint,'
494                 'thread_in_id   bigint,'
495                 'comm_in_id     bigint,'
496                 'flags          integer)')
497 
498 do_query(query, 'CREATE VIEW machines_view AS '
499         'SELECT '
500                 'id,'
501                 'pid,'
502                 'root_dir,'
503                 'CASE WHEN id=0 THEN \'unknown\' WHEN pid=-1 THEN \'host\' ELSE \'guest\' END AS host_or_guest'
504         ' FROM machines')
505 
506 do_query(query, 'CREATE VIEW dsos_view AS '
507         'SELECT '
508                 'id,'
509                 'machine_id,'
510                 '(SELECT host_or_guest FROM machines_view WHERE id = machine_id) AS host_or_guest,'
511                 'short_name,'
512                 'long_name,'
513                 'build_id'
514         ' FROM dsos')
515 
516 do_query(query, 'CREATE VIEW symbols_view AS '
517         'SELECT '
518                 'id,'
519                 'name,'
520                 '(SELECT short_name FROM dsos WHERE id=dso_id) AS dso,'
521                 'dso_id,'
522                 'sym_start,'
523                 'sym_end,'
524                 'CASE WHEN binding=0 THEN \'local\' WHEN binding=1 THEN \'global\' ELSE \'weak\' END AS binding'
525         ' FROM symbols')
526 
527 do_query(query, 'CREATE VIEW threads_view AS '
528         'SELECT '
529                 'id,'
530                 'machine_id,'
531                 '(SELECT host_or_guest FROM machines_view WHERE id = machine_id) AS host_or_guest,'
532                 'process_id,'
533                 'pid,'
534                 'tid'
535         ' FROM threads')
536 
537 do_query(query, 'CREATE VIEW comm_threads_view AS '
538         'SELECT '
539                 'comm_id,'
540                 '(SELECT comm FROM comms WHERE id = comm_id) AS command,'
541                 'thread_id,'
542                 '(SELECT pid FROM threads WHERE id = thread_id) AS pid,'
543                 '(SELECT tid FROM threads WHERE id = thread_id) AS tid'
544         ' FROM comm_threads')
545 
546 if perf_db_export_calls or perf_db_export_callchains:
547         do_query(query, 'CREATE VIEW call_paths_view AS '
548                 'SELECT '
549                         'c.id,'
550                         'to_hex(c.ip) AS ip,'
551                         'c.symbol_id,'
552                         '(SELECT name FROM symbols WHERE id = c.symbol_id) AS symbol,'
553                         '(SELECT dso_id FROM symbols WHERE id = c.symbol_id) AS dso_id,'
554                         '(SELECT dso FROM symbols_view  WHERE id = c.symbol_id) AS dso_short_name,'
555                         'c.parent_id,'
556                         'to_hex(p.ip) AS parent_ip,'
557                         'p.symbol_id AS parent_symbol_id,'
558                         '(SELECT name FROM symbols WHERE id = p.symbol_id) AS parent_symbol,'
559                         '(SELECT dso_id FROM symbols WHERE id = p.symbol_id) AS parent_dso_id,'
560                         '(SELECT dso FROM symbols_view  WHERE id = p.symbol_id) AS parent_dso_short_name'
561                 ' FROM call_paths c INNER JOIN call_paths p ON p.id = c.parent_id')
562 if perf_db_export_calls:
563         do_query(query, 'CREATE VIEW calls_view AS '
564                 'SELECT '
565                         'calls.id,'
566                         'thread_id,'
567                         '(SELECT pid FROM threads WHERE id = thread_id) AS pid,'
568                         '(SELECT tid FROM threads WHERE id = thread_id) AS tid,'
569                         '(SELECT comm FROM comms WHERE id = comm_id) AS command,'
570                         'call_path_id,'
571                         'to_hex(ip) AS ip,'
572                         'symbol_id,'
573                         '(SELECT name FROM symbols WHERE id = symbol_id) AS symbol,'
574                         'call_time,'
575                         'return_time,'
576                         'return_time - call_time AS elapsed_time,'
577                         'branch_count,'
578                         'insn_count,'
579                         'cyc_count,'
580                         'CASE WHEN cyc_count=0 THEN CAST(0 AS NUMERIC(20, 2)) ELSE CAST((CAST(insn_count AS FLOAT) / cyc_count) AS NUMERIC(20, 2)) END AS IPC,'
581                         'call_id,'
582                         'return_id,'
583                         'CASE WHEN flags=0 THEN \'\' WHEN flags=1 THEN \'no call\' WHEN flags=2 THEN \'no return\' WHEN flags=3 THEN \'no call/return\' WHEN flags=6 THEN \'jump\' ELSE CAST ( flags AS VARCHAR(6) ) END AS flags,'
584                         'parent_call_path_id,'
585                         'calls.parent_id'
586                 ' FROM calls INNER JOIN call_paths ON call_paths.id = call_path_id')
587 
588 do_query(query, 'CREATE VIEW samples_view AS '
589         'SELECT '
590                 'id,'
591                 'time,'
592                 'cpu,'
593                 '(SELECT pid FROM threads WHERE id = thread_id) AS pid,'
594                 '(SELECT tid FROM threads WHERE id = thread_id) AS tid,'
595                 '(SELECT comm FROM comms WHERE id = comm_id) AS command,'
596                 '(SELECT name FROM selected_events WHERE id = evsel_id) AS event,'
597                 'to_hex(ip) AS ip_hex,'
598                 '(SELECT name FROM symbols WHERE id = symbol_id) AS symbol,'
599                 'sym_offset,'
600                 '(SELECT short_name FROM dsos WHERE id = dso_id) AS dso_short_name,'
601                 'to_hex(to_ip) AS to_ip_hex,'
602                 '(SELECT name FROM symbols WHERE id = to_symbol_id) AS to_symbol,'
603                 'to_sym_offset,'
604                 '(SELECT short_name FROM dsos WHERE id = to_dso_id) AS to_dso_short_name,'
605                 '(SELECT name FROM branch_types WHERE id = branch_type) AS branch_type_name,'
606                 'in_tx,'
607                 'insn_count,'
608                 'cyc_count,'
609                 'CASE WHEN cyc_count=0 THEN CAST(0 AS NUMERIC(20, 2)) ELSE CAST((CAST(insn_count AS FLOAT) / cyc_count) AS NUMERIC(20, 2)) END AS IPC,'
610                 'flags'
611         ' FROM samples')
612 
613 do_query(query, 'CREATE VIEW ptwrite_view AS '
614         'SELECT '
615                 'ptwrite.id,'
616                 'time,'
617                 'cpu,'
618                 'to_hex(payload) AS payload_hex,'
619                 'CASE WHEN exact_ip=FALSE THEN \'False\' ELSE \'True\' END AS exact_ip'
620         ' FROM ptwrite'
621         ' INNER JOIN samples ON samples.id = ptwrite.id')
622 
623 do_query(query, 'CREATE VIEW cbr_view AS '
624         'SELECT '
625                 'cbr.id,'
626                 'time,'
627                 'cpu,'
628                 'cbr,'
629                 'mhz,'
630                 'percent'
631         ' FROM cbr'
632         ' INNER JOIN samples ON samples.id = cbr.id')
633 
634 do_query(query, 'CREATE VIEW mwait_view AS '
635         'SELECT '
636                 'mwait.id,'
637                 'time,'
638                 'cpu,'
639                 'to_hex(hints) AS hints_hex,'
640                 'to_hex(extensions) AS extensions_hex'
641         ' FROM mwait'
642         ' INNER JOIN samples ON samples.id = mwait.id')
643 
644 do_query(query, 'CREATE VIEW pwre_view AS '
645         'SELECT '
646                 'pwre.id,'
647                 'time,'
648                 'cpu,'
649                 'cstate,'
650                 'subcstate,'
651                 'CASE WHEN hw=FALSE THEN \'False\' ELSE \'True\' END AS hw'
652         ' FROM pwre'
653         ' INNER JOIN samples ON samples.id = pwre.id')
654 
655 do_query(query, 'CREATE VIEW exstop_view AS '
656         'SELECT '
657                 'exstop.id,'
658                 'time,'
659                 'cpu,'
660                 'CASE WHEN exact_ip=FALSE THEN \'False\' ELSE \'True\' END AS exact_ip'
661         ' FROM exstop'
662         ' INNER JOIN samples ON samples.id = exstop.id')
663 
664 do_query(query, 'CREATE VIEW pwrx_view AS '
665         'SELECT '
666                 'pwrx.id,'
667                 'time,'
668                 'cpu,'
669                 'deepest_cstate,'
670                 'last_cstate,'
671                 'CASE     WHEN wake_reason=1 THEN \'Interrupt\''
672                         ' WHEN wake_reason=2 THEN \'Timer Deadline\''
673                         ' WHEN wake_reason=4 THEN \'Monitored Address\''
674                         ' WHEN wake_reason=8 THEN \'HW\''
675                         ' ELSE CAST ( wake_reason AS VARCHAR(2) )'
676                 'END AS wake_reason'
677         ' FROM pwrx'
678         ' INNER JOIN samples ON samples.id = pwrx.id')
679 
680 do_query(query, 'CREATE VIEW power_events_view AS '
681         'SELECT '
682                 'samples.id,'
683                 'samples.time,'
684                 'samples.cpu,'
685                 'selected_events.name AS event,'
686                 'FORMAT(\'%6s\', cbr.cbr) AS cbr,'
687                 'FORMAT(\'%6s\', cbr.mhz) AS MHz,'
688                 'FORMAT(\'%5s\', cbr.percent) AS percent,'
689                 'to_hex(mwait.hints) AS hints_hex,'
690                 'to_hex(mwait.extensions) AS extensions_hex,'
691                 'FORMAT(\'%3s\', pwre.cstate) AS cstate,'
692                 'FORMAT(\'%3s\', pwre.subcstate) AS subcstate,'
693                 'CASE WHEN pwre.hw=FALSE THEN \'False\' WHEN pwre.hw=TRUE THEN \'True\' ELSE NULL END AS hw,'
694                 'CASE WHEN exstop.exact_ip=FALSE THEN \'False\' WHEN exstop.exact_ip=TRUE THEN \'True\' ELSE NULL END AS exact_ip,'
695                 'FORMAT(\'%3s\', pwrx.deepest_cstate) AS deepest_cstate,'
696                 'FORMAT(\'%3s\', pwrx.last_cstate) AS last_cstate,'
697                 'CASE     WHEN pwrx.wake_reason=1 THEN \'Interrupt\''
698                         ' WHEN pwrx.wake_reason=2 THEN \'Timer Deadline\''
699                         ' WHEN pwrx.wake_reason=4 THEN \'Monitored Address\''
700                         ' WHEN pwrx.wake_reason=8 THEN \'HW\''
701                         ' ELSE FORMAT(\'%2s\', pwrx.wake_reason)'
702                 'END AS wake_reason'
703         ' FROM cbr'
704         ' FULL JOIN mwait ON mwait.id = cbr.id'
705         ' FULL JOIN pwre ON pwre.id = cbr.id'
706         ' FULL JOIN exstop ON exstop.id = cbr.id'
707         ' FULL JOIN pwrx ON pwrx.id = cbr.id'
708         ' INNER JOIN samples ON samples.id = coalesce(cbr.id, mwait.id, pwre.id, exstop.id, pwrx.id)'
709         ' INNER JOIN selected_events ON selected_events.id = samples.evsel_id'
710         ' ORDER BY samples.id')
711 
712 do_query(query, 'CREATE VIEW context_switches_view AS '
713         'SELECT '
714                 'context_switches.id,'
715                 'context_switches.machine_id,'
716                 'context_switches.time,'
717                 'context_switches.cpu,'
718                 'th_out.pid AS pid_out,'
719                 'th_out.tid AS tid_out,'
720                 'comm_out.comm AS comm_out,'
721                 'th_in.pid AS pid_in,'
722                 'th_in.tid AS tid_in,'
723                 'comm_in.comm AS comm_in,'
724                 'CASE     WHEN context_switches.flags = 0 THEN \'in\''
725                         ' WHEN context_switches.flags = 1 THEN \'out\''
726                         ' WHEN context_switches.flags = 3 THEN \'out preempt\''
727                         ' ELSE CAST ( context_switches.flags AS VARCHAR(11) )'
728                 'END AS flags'
729         ' FROM context_switches'
730         ' INNER JOIN threads AS th_out ON th_out.id   = context_switches.thread_out_id'
731         ' INNER JOIN threads AS th_in  ON th_in.id    = context_switches.thread_in_id'
732         ' INNER JOIN comms AS comm_out ON comm_out.id = context_switches.comm_out_id'
733         ' INNER JOIN comms AS comm_in  ON comm_in.id  = context_switches.comm_in_id')
734 
735 file_header = struct.pack("!11sii", b"PGCOPY\n\377\r\n\0", 0, 0)
736 file_trailer = b"\377\377"
737 
738 def open_output_file(file_name):
739         path_name = output_dir_name + "/" + file_name
740         file = open(path_name, "wb+")
741         file.write(file_header)
742         return file
743 
744 def close_output_file(file):
745         file.write(file_trailer)
746         file.close()
747 
748 def copy_output_file_direct(file, table_name):
749         close_output_file(file)
750         sql = "COPY " + table_name + " FROM '" + file.name + "' (FORMAT 'binary')"
751         do_query(query, sql)
752 
753 # Use COPY FROM STDIN because security may prevent postgres from accessing the files directly
754 def copy_output_file(file, table_name):
755         conn = PQconnectdb(toclientstr("dbname = " + dbname))
756         if (PQstatus(conn)):
757                 raise Exception("COPY FROM STDIN PQconnectdb failed")
758         file.write(file_trailer)
759         file.seek(0)
760         sql = "COPY " + table_name + " FROM STDIN (FORMAT 'binary')"
761         res = PQexec(conn, toclientstr(sql))
762         if (PQresultStatus(res) != 4):
763                 raise Exception("COPY FROM STDIN PQexec failed")
764         data = file.read(65536)
765         while (len(data)):
766                 ret = PQputCopyData(conn, data, len(data))
767                 if (ret != 1):
768                         raise Exception("COPY FROM STDIN PQputCopyData failed, error " + str(ret))
769                 data = file.read(65536)
770         ret = PQputCopyEnd(conn, None)
771         if (ret != 1):
772                 raise Exception("COPY FROM STDIN PQputCopyEnd failed, error " + str(ret))
773         PQfinish(conn)
774 
775 def remove_output_file(file):
776         name = file.name
777         file.close()
778         os.unlink(name)
779 
780 evsel_file              = open_output_file("evsel_table.bin")
781 machine_file            = open_output_file("machine_table.bin")
782 thread_file             = open_output_file("thread_table.bin")
783 comm_file               = open_output_file("comm_table.bin")
784 comm_thread_file        = open_output_file("comm_thread_table.bin")
785 dso_file                = open_output_file("dso_table.bin")
786 symbol_file             = open_output_file("symbol_table.bin")
787 branch_type_file        = open_output_file("branch_type_table.bin")
788 sample_file             = open_output_file("sample_table.bin")
789 if perf_db_export_calls or perf_db_export_callchains:
790         call_path_file          = open_output_file("call_path_table.bin")
791 if perf_db_export_calls:
792         call_file               = open_output_file("call_table.bin")
793 ptwrite_file            = open_output_file("ptwrite_table.bin")
794 cbr_file                = open_output_file("cbr_table.bin")
795 mwait_file              = open_output_file("mwait_table.bin")
796 pwre_file               = open_output_file("pwre_table.bin")
797 exstop_file             = open_output_file("exstop_table.bin")
798 pwrx_file               = open_output_file("pwrx_table.bin")
799 context_switches_file   = open_output_file("context_switches_table.bin")
800 
801 def trace_begin():
802         printdate("Writing to intermediate files...")
803         # id == 0 means unknown.  It is easier to create records for them than replace the zeroes with NULLs
804         evsel_table(0, "unknown")
805         machine_table(0, 0, "unknown")
806         thread_table(0, 0, 0, -1, -1)
807         comm_table(0, "unknown", 0, 0, 0)
808         dso_table(0, 0, "unknown", "unknown", "")
809         symbol_table(0, 0, 0, 0, 0, "unknown")
810         sample_table(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
811         if perf_db_export_calls or perf_db_export_callchains:
812                 call_path_table(0, 0, 0, 0)
813                 call_return_table(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
814 
815 unhandled_count = 0
816 
817 def is_table_empty(table_name):
818         do_query(query, 'SELECT * FROM ' + table_name + ' LIMIT 1');
819         if query.next():
820                 return False
821         return True
822 
823 def drop(table_name):
824         do_query(query, 'DROP VIEW ' + table_name + '_view');
825         do_query(query, 'DROP TABLE ' + table_name);
826 
827 def trace_end():
828         printdate("Copying to database...")
829         copy_output_file(evsel_file,            "selected_events")
830         copy_output_file(machine_file,          "machines")
831         copy_output_file(thread_file,           "threads")
832         copy_output_file(comm_file,             "comms")
833         copy_output_file(comm_thread_file,      "comm_threads")
834         copy_output_file(dso_file,              "dsos")
835         copy_output_file(symbol_file,           "symbols")
836         copy_output_file(branch_type_file,      "branch_types")
837         copy_output_file(sample_file,           "samples")
838         if perf_db_export_calls or perf_db_export_callchains:
839                 copy_output_file(call_path_file,        "call_paths")
840         if perf_db_export_calls:
841                 copy_output_file(call_file,             "calls")
842         copy_output_file(ptwrite_file,          "ptwrite")
843         copy_output_file(cbr_file,              "cbr")
844         copy_output_file(mwait_file,            "mwait")
845         copy_output_file(pwre_file,             "pwre")
846         copy_output_file(exstop_file,           "exstop")
847         copy_output_file(pwrx_file,             "pwrx")
848         copy_output_file(context_switches_file, "context_switches")
849 
850         printdate("Removing intermediate files...")
851         remove_output_file(evsel_file)
852         remove_output_file(machine_file)
853         remove_output_file(thread_file)
854         remove_output_file(comm_file)
855         remove_output_file(comm_thread_file)
856         remove_output_file(dso_file)
857         remove_output_file(symbol_file)
858         remove_output_file(branch_type_file)
859         remove_output_file(sample_file)
860         if perf_db_export_calls or perf_db_export_callchains:
861                 remove_output_file(call_path_file)
862         if perf_db_export_calls:
863                 remove_output_file(call_file)
864         remove_output_file(ptwrite_file)
865         remove_output_file(cbr_file)
866         remove_output_file(mwait_file)
867         remove_output_file(pwre_file)
868         remove_output_file(exstop_file)
869         remove_output_file(pwrx_file)
870         remove_output_file(context_switches_file)
871         os.rmdir(output_dir_name)
872         printdate("Adding primary keys")
873         do_query(query, 'ALTER TABLE selected_events ADD PRIMARY KEY (id)')
874         do_query(query, 'ALTER TABLE machines        ADD PRIMARY KEY (id)')
875         do_query(query, 'ALTER TABLE threads         ADD PRIMARY KEY (id)')
876         do_query(query, 'ALTER TABLE comms           ADD PRIMARY KEY (id)')
877         do_query(query, 'ALTER TABLE comm_threads    ADD PRIMARY KEY (id)')
878         do_query(query, 'ALTER TABLE dsos            ADD PRIMARY KEY (id)')
879         do_query(query, 'ALTER TABLE symbols         ADD PRIMARY KEY (id)')
880         do_query(query, 'ALTER TABLE branch_types    ADD PRIMARY KEY (id)')
881         do_query(query, 'ALTER TABLE samples         ADD PRIMARY KEY (id)')
882         if perf_db_export_calls or perf_db_export_callchains:
883                 do_query(query, 'ALTER TABLE call_paths      ADD PRIMARY KEY (id)')
884         if perf_db_export_calls:
885                 do_query(query, 'ALTER TABLE calls           ADD PRIMARY KEY (id)')
886         do_query(query, 'ALTER TABLE ptwrite         ADD PRIMARY KEY (id)')
887         do_query(query, 'ALTER TABLE cbr             ADD PRIMARY KEY (id)')
888         do_query(query, 'ALTER TABLE mwait           ADD PRIMARY KEY (id)')
889         do_query(query, 'ALTER TABLE pwre            ADD PRIMARY KEY (id)')
890         do_query(query, 'ALTER TABLE exstop          ADD PRIMARY KEY (id)')
891         do_query(query, 'ALTER TABLE pwrx            ADD PRIMARY KEY (id)')
892         do_query(query, 'ALTER TABLE context_switches ADD PRIMARY KEY (id)')
893 
894         printdate("Adding foreign keys")
895         do_query(query, 'ALTER TABLE threads '
896                                         'ADD CONSTRAINT machinefk  FOREIGN KEY (machine_id)   REFERENCES machines   (id),'
897                                         'ADD CONSTRAINT processfk  FOREIGN KEY (process_id)   REFERENCES threads    (id)')
898         do_query(query, 'ALTER TABLE comms '
899                                         'ADD CONSTRAINT threadfk   FOREIGN KEY (c_thread_id)  REFERENCES threads    (id)')
900         do_query(query, 'ALTER TABLE comm_threads '
901                                         'ADD CONSTRAINT commfk     FOREIGN KEY (comm_id)      REFERENCES comms      (id),'
902                                         'ADD CONSTRAINT threadfk   FOREIGN KEY (thread_id)    REFERENCES threads    (id)')
903         do_query(query, 'ALTER TABLE dsos '
904                                         'ADD CONSTRAINT machinefk  FOREIGN KEY (machine_id)   REFERENCES machines   (id)')
905         do_query(query, 'ALTER TABLE symbols '
906                                         'ADD CONSTRAINT dsofk      FOREIGN KEY (dso_id)       REFERENCES dsos       (id)')
907         do_query(query, 'ALTER TABLE samples '
908                                         'ADD CONSTRAINT evselfk    FOREIGN KEY (evsel_id)     REFERENCES selected_events (id),'
909                                         'ADD CONSTRAINT machinefk  FOREIGN KEY (machine_id)   REFERENCES machines   (id),'
910                                         'ADD CONSTRAINT threadfk   FOREIGN KEY (thread_id)    REFERENCES threads    (id),'
911                                         'ADD CONSTRAINT commfk     FOREIGN KEY (comm_id)      REFERENCES comms      (id),'
912                                         'ADD CONSTRAINT dsofk      FOREIGN KEY (dso_id)       REFERENCES dsos       (id),'
913                                         'ADD CONSTRAINT symbolfk   FOREIGN KEY (symbol_id)    REFERENCES symbols    (id),'
914                                         'ADD CONSTRAINT todsofk    FOREIGN KEY (to_dso_id)    REFERENCES dsos       (id),'
915                                         'ADD CONSTRAINT tosymbolfk FOREIGN KEY (to_symbol_id) REFERENCES symbols    (id)')
916         if perf_db_export_calls or perf_db_export_callchains:
917                 do_query(query, 'ALTER TABLE call_paths '
918                                         'ADD CONSTRAINT parentfk    FOREIGN KEY (parent_id)    REFERENCES call_paths (id),'
919                                         'ADD CONSTRAINT symbolfk    FOREIGN KEY (symbol_id)    REFERENCES symbols    (id)')
920         if perf_db_export_calls:
921                 do_query(query, 'ALTER TABLE calls '
922                                         'ADD CONSTRAINT threadfk    FOREIGN KEY (thread_id)    REFERENCES threads    (id),'
923                                         'ADD CONSTRAINT commfk      FOREIGN KEY (comm_id)      REFERENCES comms      (id),'
924                                         'ADD CONSTRAINT call_pathfk FOREIGN KEY (call_path_id) REFERENCES call_paths (id),'
925                                         'ADD CONSTRAINT callfk      FOREIGN KEY (call_id)      REFERENCES samples    (id),'
926                                         'ADD CONSTRAINT returnfk    FOREIGN KEY (return_id)    REFERENCES samples    (id),'
927                                         'ADD CONSTRAINT parent_call_pathfk FOREIGN KEY (parent_call_path_id) REFERENCES call_paths (id)')
928                 do_query(query, 'CREATE INDEX pcpid_idx ON calls (parent_call_path_id)')
929                 do_query(query, 'CREATE INDEX pid_idx ON calls (parent_id)')
930                 do_query(query, 'ALTER TABLE comms ADD has_calls boolean')
931                 do_query(query, 'UPDATE comms SET has_calls = TRUE WHERE comms.id IN (SELECT DISTINCT comm_id FROM calls)')
932         do_query(query, 'ALTER TABLE ptwrite '
933                                         'ADD CONSTRAINT idfk        FOREIGN KEY (id)           REFERENCES samples   (id)')
934         do_query(query, 'ALTER TABLE  cbr '
935                                         'ADD CONSTRAINT idfk        FOREIGN KEY (id)           REFERENCES samples   (id)')
936         do_query(query, 'ALTER TABLE  mwait '
937                                         'ADD CONSTRAINT idfk        FOREIGN KEY (id)           REFERENCES samples   (id)')
938         do_query(query, 'ALTER TABLE  pwre '
939                                         'ADD CONSTRAINT idfk        FOREIGN KEY (id)           REFERENCES samples   (id)')
940         do_query(query, 'ALTER TABLE  exstop '
941                                         'ADD CONSTRAINT idfk        FOREIGN KEY (id)           REFERENCES samples   (id)')
942         do_query(query, 'ALTER TABLE  pwrx '
943                                         'ADD CONSTRAINT idfk        FOREIGN KEY (id)           REFERENCES samples   (id)')
944         do_query(query, 'ALTER TABLE  context_switches '
945                                         'ADD CONSTRAINT machinefk   FOREIGN KEY (machine_id)    REFERENCES machines (id),'
946                                         'ADD CONSTRAINT toutfk      FOREIGN KEY (thread_out_id) REFERENCES threads  (id),'
947                                         'ADD CONSTRAINT tinfk       FOREIGN KEY (thread_in_id)  REFERENCES threads  (id),'
948                                         'ADD CONSTRAINT coutfk      FOREIGN KEY (comm_out_id)   REFERENCES comms    (id),'
949                                         'ADD CONSTRAINT cinfk       FOREIGN KEY (comm_in_id)    REFERENCES comms    (id)')
950 
951         printdate("Dropping unused tables")
952         if is_table_empty("ptwrite"):
953                 drop("ptwrite")
954         if is_table_empty("mwait") and is_table_empty("pwre") and is_table_empty("exstop") and is_table_empty("pwrx"):
955                 do_query(query, 'DROP VIEW power_events_view');
956                 drop("mwait")
957                 drop("pwre")
958                 drop("exstop")
959                 drop("pwrx")
960                 if is_table_empty("cbr"):
961                         drop("cbr")
962         if is_table_empty("context_switches"):
963                 drop("context_switches")
964 
965         if (unhandled_count):
966                 printdate("Warning: ", unhandled_count, " unhandled events")
967         printdate("Done")
968 
969 def trace_unhandled(event_name, context, event_fields_dict):
970         global unhandled_count
971         unhandled_count += 1
972 
973 def sched__sched_switch(*x):
974         pass
975 
976 def evsel_table(evsel_id, evsel_name, *x):
977         evsel_name = toserverstr(evsel_name)
978         n = len(evsel_name)
979         fmt = "!hiqi" + str(n) + "s"
980         value = struct.pack(fmt, 2, 8, evsel_id, n, evsel_name)
981         evsel_file.write(value)
982 
983 def machine_table(machine_id, pid, root_dir, *x):
984         root_dir = toserverstr(root_dir)
985         n = len(root_dir)
986         fmt = "!hiqiii" + str(n) + "s"
987         value = struct.pack(fmt, 3, 8, machine_id, 4, pid, n, root_dir)
988         machine_file.write(value)
989 
990 def thread_table(thread_id, machine_id, process_id, pid, tid, *x):
991         value = struct.pack("!hiqiqiqiiii", 5, 8, thread_id, 8, machine_id, 8, process_id, 4, pid, 4, tid)
992         thread_file.write(value)
993 
994 def comm_table(comm_id, comm_str, thread_id, time, exec_flag, *x):
995         comm_str = toserverstr(comm_str)
996         n = len(comm_str)
997         fmt = "!hiqi" + str(n) + "s" + "iqiqiB"
998         value = struct.pack(fmt, 5, 8, comm_id, n, comm_str, 8, thread_id, 8, time, 1, exec_flag)
999         comm_file.write(value)
1000 
1001 def comm_thread_table(comm_thread_id, comm_id, thread_id, *x):
1002         fmt = "!hiqiqiq"
1003         value = struct.pack(fmt, 3, 8, comm_thread_id, 8, comm_id, 8, thread_id)
1004         comm_thread_file.write(value)
1005 
1006 def dso_table(dso_id, machine_id, short_name, long_name, build_id, *x):
1007         short_name = toserverstr(short_name)
1008         long_name = toserverstr(long_name)
1009         build_id = toserverstr(build_id)
1010         n1 = len(short_name)
1011         n2 = len(long_name)
1012         n3 = len(build_id)
1013         fmt = "!hiqiqi" + str(n1) + "si"  + str(n2) + "si" + str(n3) + "s"
1014         value = struct.pack(fmt, 5, 8, dso_id, 8, machine_id, n1, short_name, n2, long_name, n3, build_id)
1015         dso_file.write(value)
1016 
1017 def symbol_table(symbol_id, dso_id, sym_start, sym_end, binding, symbol_name, *x):
1018         symbol_name = toserverstr(symbol_name)
1019         n = len(symbol_name)
1020         fmt = "!hiqiqiqiqiii" + str(n) + "s"
1021         value = struct.pack(fmt, 6, 8, symbol_id, 8, dso_id, 8, sym_start, 8, sym_end, 4, binding, n, symbol_name)
1022         symbol_file.write(value)
1023 
1024 def branch_type_table(branch_type, name, *x):
1025         name = toserverstr(name)
1026         n = len(name)
1027         fmt = "!hiii" + str(n) + "s"
1028         value = struct.pack(fmt, 2, 4, branch_type, n, name)
1029         branch_type_file.write(value)
1030 
1031 def sample_table(sample_id, evsel_id, machine_id, thread_id, comm_id, dso_id, symbol_id, sym_offset, ip, time, cpu, to_dso_id, to_symbol_id, to_sym_offset, to_ip, period, weight, transaction, data_src, branch_type, in_tx, call_path_id, insn_cnt, cyc_cnt, flags, *x):
1032         if branches:
1033                 value = struct.pack("!hiqiqiqiqiqiqiqiqiqiqiiiqiqiqiqiiiBiqiqiqii", 21, 8, sample_id, 8, evsel_id, 8, machine_id, 8, thread_id, 8, comm_id, 8, dso_id, 8, symbol_id, 8, sym_offset, 8, ip, 8, time, 4, cpu, 8, to_dso_id, 8, to_symbol_id, 8, to_sym_offset, 8, to_ip, 4, branch_type, 1, in_tx, 8, call_path_id, 8, insn_cnt, 8, cyc_cnt, 4, flags)
1034         else:
1035                 value = struct.pack("!hiqiqiqiqiqiqiqiqiqiqiiiqiqiqiqiqiqiqiqiiiBiqiqiqii", 25, 8, sample_id, 8, evsel_id, 8, machine_id, 8, thread_id, 8, comm_id, 8, dso_id, 8, symbol_id, 8, sym_offset, 8, ip, 8, time, 4, cpu, 8, to_dso_id, 8, to_symbol_id, 8, to_sym_offset, 8, to_ip, 8, period, 8, weight, 8, transaction, 8, data_src, 4, branch_type, 1, in_tx, 8, call_path_id, 8, insn_cnt, 8, cyc_cnt, 4, flags)
1036         sample_file.write(value)
1037 
1038 def call_path_table(cp_id, parent_id, symbol_id, ip, *x):
1039         fmt = "!hiqiqiqiq"
1040         value = struct.pack(fmt, 4, 8, cp_id, 8, parent_id, 8, symbol_id, 8, ip)
1041         call_path_file.write(value)
1042 
1043 def call_return_table(cr_id, thread_id, comm_id, call_path_id, call_time, return_time, branch_count, call_id, return_id, parent_call_path_id, flags, parent_id, insn_cnt, cyc_cnt, *x):
1044         fmt = "!hiqiqiqiqiqiqiqiqiqiqiiiqiqiq"
1045         value = struct.pack(fmt, 14, 8, cr_id, 8, thread_id, 8, comm_id, 8, call_path_id, 8, call_time, 8, return_time, 8, branch_count, 8, call_id, 8, return_id, 8, parent_call_path_id, 4, flags, 8, parent_id, 8, insn_cnt, 8, cyc_cnt)
1046         call_file.write(value)
1047 
1048 def ptwrite(id, raw_buf):
1049         data = struct.unpack_from("<IQ", raw_buf)
1050         flags = data[0]
1051         payload = data[1]
1052         exact_ip = flags & 1
1053         value = struct.pack("!hiqiqiB", 3, 8, id, 8, payload, 1, exact_ip)
1054         ptwrite_file.write(value)
1055 
1056 def cbr(id, raw_buf):
1057         data = struct.unpack_from("<BBBBII", raw_buf)
1058         cbr = data[0]
1059         MHz = (data[4] + 500) / 1000
1060         percent = ((cbr * 1000 / data[2]) + 5) / 10
1061         value = struct.pack("!hiqiiiiii", 4, 8, id, 4, cbr, 4, int(MHz), 4, int(percent))
1062         cbr_file.write(value)
1063 
1064 def mwait(id, raw_buf):
1065         data = struct.unpack_from("<IQ", raw_buf)
1066         payload = data[1]
1067         hints = payload & 0xff
1068         extensions = (payload >> 32) & 0x3
1069         value = struct.pack("!hiqiiii", 3, 8, id, 4, hints, 4, extensions)
1070         mwait_file.write(value)
1071 
1072 def pwre(id, raw_buf):
1073         data = struct.unpack_from("<IQ", raw_buf)
1074         payload = data[1]
1075         hw = (payload >> 7) & 1
1076         cstate = (payload >> 12) & 0xf
1077         subcstate = (payload >> 8) & 0xf
1078         value = struct.pack("!hiqiiiiiB", 4, 8, id, 4, cstate, 4, subcstate, 1, hw)
1079         pwre_file.write(value)
1080 
1081 def exstop(id, raw_buf):
1082         data = struct.unpack_from("<I", raw_buf)
1083         flags = data[0]
1084         exact_ip = flags & 1
1085         value = struct.pack("!hiqiB", 2, 8, id, 1, exact_ip)
1086         exstop_file.write(value)
1087 
1088 def pwrx(id, raw_buf):
1089         data = struct.unpack_from("<IQ", raw_buf)
1090         payload = data[1]
1091         deepest_cstate = payload & 0xf
1092         last_cstate = (payload >> 4) & 0xf
1093         wake_reason = (payload >> 8) & 0xf
1094         value = struct.pack("!hiqiiiiii", 4, 8, id, 4, deepest_cstate, 4, last_cstate, 4, wake_reason)
1095         pwrx_file.write(value)
1096 
1097 def synth_data(id, config, raw_buf, *x):
1098         if config == 0:
1099                 ptwrite(id, raw_buf)
1100         elif config == 1:
1101                 mwait(id, raw_buf)
1102         elif config == 2:
1103                 pwre(id, raw_buf)
1104         elif config == 3:
1105                 exstop(id, raw_buf)
1106         elif config == 4:
1107                 pwrx(id, raw_buf)
1108         elif config == 5:
1109                 cbr(id, raw_buf)
1110 
1111 def context_switch_table(id, machine_id, time, cpu, thread_out_id, comm_out_id, thread_in_id, comm_in_id, flags, *x):
1112         fmt = "!hiqiqiqiiiqiqiqiqii"
1113         value = struct.pack(fmt, 9, 8, id, 8, machine_id, 8, time, 4, cpu, 8, thread_out_id, 8, comm_out_id, 8, thread_in_id, 8, comm_in_id, 4, flags)
1114         context_switches_file.write(value)

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